Marketplace/E-Commerce Product Return Reason Dataset — 6.8M Returns with NLP-Classified Reasons
Retail

E-Commerce Product Return Reason Dataset — 6.8M Returns with NLP-Classified Reasons

Return records from 3 mid-market e-commerce platforms covering apparel, electronics, and home goods. Each return includes product category, original price, return reason (free-text + NLP-classified into 42 categories), and resolution outcome. Essential for return prediction models and product quality analytics.

Formats

JSONLParquetCSV

Volume

6.8M return records

Time Range

2021-2026, 5 years

Refresh Rate

Monthly

Compliance & Privacy

No PIICCPA

Interested in this data?

Sign up to express interest, request a sample, or start a deal. Seller identity is revealed only after mutual interest.

Listed April 5, 2026